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nvidia
/
Nemotron-3-Embed-1B-BF16

Sentence Similarity
sentence-transformers
Safetensors
Transformers
ministral3
feature-extraction
text
text-embeddings
retrieval
semantic-search
rag
vllm
Model card Files Files and versions
xet
Community
3

Instructions to use nvidia/Nemotron-3-Embed-1B-BF16 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use nvidia/Nemotron-3-Embed-1B-BF16 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("nvidia/Nemotron-3-Embed-1B-BF16")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use nvidia/Nemotron-3-Embed-1B-BF16 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("nvidia/Nemotron-3-Embed-1B-BF16")
    model = AutoModel.from_pretrained("nvidia/Nemotron-3-Embed-1B-BF16")
  • Notebooks
  • Google Colab
  • Kaggle
Nemotron-3-Embed-1B-BF16
2.3 GB
Ctrl+K
Ctrl+K
  • 3 contributors
History: 7 commits
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ybabakhin
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